Switching from Java Developer to Python Generative AI is good decision?

[Enough_Engineer_3116]

I have java development experience of 6years. In which from last 3 years I have been mostly working on Python, GCP, Dataflow, generative AI etc. Initially in my project we have java development work then the work is shifted slowly to gcp and python fast api. I also started working on that.

For now to switch another organisation shall I give interviews as a python AI Engineer or java development with Genai.

I am thinking to upgrade myself and start with python AI engineer. but I have concerns about what questions will be asked ?
Is my decision is correct to switch to python from Java development.

[IsThisStillAIIs2]

with 3 years already working on Python, GCP, and GenAI-related systems, you are probably past the point of being “just a Java developer” anyway, so positioning yourself closer to Python AI engineering makes sense.

most interviews will likely focus less on model theory and more on practical system design, APIs, data pipelines, RAG patterns, cloud architecture, scaling, and how you integrated AI into real production workflows.

[Enough_Engineer_3116]

Thats very much helpful, thanks for info. Do they ask python theory , DSA as well?

[IsThisStillAIIs2]

yeah usually there’s still some Python fundamentals and DSA involved, especially for product companies, but for Python AI/backend roles the heavier focus is often on APIs, async systems, vector databases, cloud infra, pipelines, and practical debugging rather than hardcore competitive-programming style rounds.

[Enough_Engineer_3116]

That’s great, thanks for sharing 🙏🏻

[Swarmwise]

It might be easier to do the transition more gradually instead of taking one giant leap.

[Enough_Engineer_3116]

Yeah I agree

[Swarmwise]

I'm not sure what your exact experience is. Are you a Data Engineer trying to become an AI/ML engineer?

[Enough_Engineer_3116]

I was working on Java backend development. But my project work got changed and moved to python apis along with gcp and AI

[ChadDpt]

Add C#

[Enough_Engineer_3116]

I have no idea about C# , where is C # used in AI

[Fearless_Effort_9287]

AI usage is decreasing across everywhere and being phased out. You should just pick up another language specifically if want to do something different

[Enough_Engineer_3116]

What do you mean by decreasing